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Brian Daniel Hobbs, M.D.

Title
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Department
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Research
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  1. K08HL136928 (HOBBS, BRIAN DANIEL) Jul 1, 2017 - Jun 30, 2022
    NIH
    Multi-omic Subtyping of Chronic Obstructive Pulmonary Disease
    Role: Principal Investigator

Bibliographic
Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
  1. Kim JS, Axelsson GT, Moll M, Anderson MR, Bernstein EJ, Putman RK, Hida T, Hatabu H, Hoffman EA, Raghu G, Kawut SM, Doyle MF, Tracy R, Launer LJ, Manichaikul A, Rich SS, Lederer DJ, Gudnason V, Hobbs BD, Cho MH, Hunninghake GM, Garcia CK, Gudmundsson G, Barr RG, Podolanczuk AJ. Associations of Monocyte Count and Other Immune Cell Types with Interstitial Lung Abnormalities. Am J Respir Crit Care Med. 2022 Apr 01; 205(7):795-805. PMID: 34929108.
    Citations:    Fields:    
  2. Little A, Hu Y, Sun Q, Jain D, Broome J, Chen MH, Thibord F, McHugh C, Surendran P, Blackwell TW, Brody JA, Bhan A, Chami N, de Vries PS, Ekunwe L, Heard-Costa N, Hobbs BD, Manichaikul A, Moon JY, Preuss MH, Ryan K, Wang Z, Wheeler M, Yanek LR, Abecasis GR, Almasy L, Beaty TH, Becker LC, Blangero J, Boerwinkle E, Butterworth AS, Choquet H, Correa A, Curran JE, Faraday N, Fornage M, Glahn DC, Hou L, Jorgenson E, Kooperberg C, Lewis JP, Lloyd-Jones DM, Loos RJF, Min YI, Mitchell BD, Morrison AC, Nickerson DA, North KE, O'Connell JR, Pankratz N, Psaty BM, Vasan RS, Rich SS, Rotter JI, Smith AV, Smith NL, Tang H, Tracy RP, Conomos MP, Laurie CA, Mathias RA, Li Y, Auer PL, Thornton T, Reiner AP, Johnson AD, Raffield LM. Whole genome sequence analysis of platelet traits in the NHLBI Trans-Omics for Precision Medicine (TOPMed) initiative. Hum Mol Genet. 2022 Feb 03; 31(3):347-361. PMID: 34553764.
    Citations:    Fields:    
  3. Zhang J, Xu H, Qiao D, DeMeo DL, Silverman EK, O'Connor GT, Hobbs BD, Dupuis J, Cho MH, Moll M. A Polygenic Risk Score and Age of Diagnosis of Chronic Obstructive Pulmonary Disease. Eur Respir J. 2022 Feb 03. PMID: 35115341.
    Citations:    Fields:    
  4. Ghosh AJ, Hobbs BD, Moll M, Saferali A, Boueiz A, Yun JH, Sciurba F, Barwick L, Limper AH, Flaherty K, Criner G, Brown KK, Wise R, Martinez FJ, Lomas D, Castaldi PJ, Carey VJ, DeMeo DL, Cho MH, Silverman EK, Hersh CP. Alpha-1 Antitrypsin MZ Heterozygosity Is an Endotype of Chronic Obstructive Pulmonary Disease. Am J Respir Crit Care Med. 2022 02 01; 205(3):313-323. PMID: 34762809.
    Citations: 1     Fields:    Translation:Humans
  5. Kelly RS, Mendez KM, Huang M, Hobbs BD, Clish CB, Gerszten R, Cho MH, Wheelock CE, McGeachie MJ, Chu SH, Celedón JC, Weiss ST, Lasky-Su J. Metabo-Endotypes of Asthma Reveal Differences in Lung Function: Discovery and Validation in Two TOPMed Cohorts. Am J Respir Crit Care Med. 2022 02 01; 205(3):288-299. PMID: 34767496.
    Citations: 2     Fields:    Translation:Humans
  6. Moll M, Boueiz A, Ghosh AJ, Saferali A, Lee S, Xu Z, Yun JH, Hobbs BD, Hersh CP, Sin DD, Tal-Singer R, Silverman EK, Cho MH, Castaldi PJ. Development of a Blood-based Transcriptional Risk Score for Chronic Obstructive Pulmonary Disease. Am J Respir Crit Care Med. 2022 01 15; 205(2):161-170. PMID: 34739356.
    Citations: 1     Fields:    Translation:Humans
  7. Ghosh AJ, Hobbs BD. Recent advancements in understanding the genetic involvement of alpha-1 antitrypsin deficiency associated lung disease: a look at future precision medicine approaches. Expert Rev Respir Med. 2022 Feb; 16(2):173-182. PMID: 35025710.
    Citations:    Fields:    
  8. Kim W, Moll M, Qiao D, Hobbs BD, Shrine N, Sakornsakolpat P, Tobin MD, Dudbridge F, Wain LV, Ladd-Acosta C, Chatterjee N, Silverman EK, Cho MH, Beaty TH. Interaction of Cigarette Smoking and Polygenic Risk Score on Reduced Lung Function. JAMA Netw Open. 2021 12 01; 4(12):e2139525. PMID: 34913977.
    Citations:    Fields:    Translation:Humans
  9. Lackey L, Coria A, Ghosh AJ, Grayeski P, Hatfield A, Shankar V, Platig J, Xu Z, Ramos SBV, Silverman EK, Ortega VE, Cho MH, Hersh CP, Hobbs BD, Castaldi P, Laederach A. Alternative poly-adenylation modulates a1-antitrypsin expression in chronic obstructive pulmonary disease. PLoS Genet. 2021 11; 17(11):e1009912. PMID: 34784346.
    Citations:    Fields:    Translation:HumansCells
  10. Hakim A, Moll M, Brancale J, Liu J, Lasky-Su JA, Silverman EK, Vilarinho S, Jiang ZG, Pita-Juárez YH, Vlachos IS, Zhang X, Åberg F, Afdhal NH, Hobbs BD, Cho MH. Genetic Variation in the Mitochondrial Glycerol-3-Phosphate Acyltransferase Is Associated With Liver Injury. Hepatology. 2021 12; 74(6):3394-3408. PMID: 34216018.
    Citations:    Fields:    Translation:HumansCells
  11. Zhuang Y, Hobbs BD, Hersh CP, Kechris K. Identifying miRNA-mRNA Networks Associated With COPD Phenotypes. Front Genet. 2021; 12:748356. PMID: 34777474.
    Citations:    
  12. Mikhaylova AV, McHugh CP, Polfus LM, Raffield LM, Boorgula MP, Blackwell TW, Brody JA, Broome J, Chami N, Chen MH, Conomos MP, Cox C, Curran JE, Daya M, Ekunwe L, Glahn DC, Heard-Costa N, Highland HM, Hobbs BD, Ilboudo Y, Jain D, Lange LA, Miller-Fleming TW, Min N, Moon JY, Preuss MH, Rosen J, Ryan K, Smith AV, Sun Q, Surendran P, de Vries PS, Walter K, Wang Z, Wheeler M, Yanek LR, Zhong X, Abecasis GR, Almasy L, Barnes KC, Beaty TH, Becker LC, Blangero J, Boerwinkle E, Butterworth AS, Chavan S, Cho MH, Choquet H, Correa A, Cox N, DeMeo DL, Faraday N, Fornage M, Gerszten RE, Hou L, Johnson AD, Jorgenson E, Kaplan R, Kooperberg C, Kundu K, Laurie CA, Lettre G, Lewis JP, Li B, Li Y, Lloyd-Jones DM, Loos RJF, Manichaikul A, Meyers DA, Mitchell BD, Morrison AC, Ngo D, Nickerson DA, Nongmaithem S, North KE, O'Connell JR, Ortega VE, Pankratz N, Perry JA, Psaty BM, Rich SS, Soranzo N, Rotter JI, Silverman EK, Smith NL, Tang H, Tracy RP, Thornton TA, Vasan RS, Zein J, Mathias RA, Reiner AP, Auer PL. Whole-genome sequencing in diverse subjects identifies genetic correlates of leukocyte traits: The NHLBI TOPMed program. Am J Hum Genet. 2021 10 07; 108(10):1836-1851. PMID: 34582791.
    Citations:    Fields:    Translation:HumansCells
  13. Prisco L, Moll M, Wang J, Hobbs BD, Huang W, Martin LW, Kronzer VL, Huang S, Silverman EK, Doyle TJ, Cho MH, Sparks JA. Relationship Between Rheumatoid Arthritis and Pulmonary Function Measures on Spirometry in the UK Biobank. Arthritis Rheumatol. 2021 11; 73(11):1994-2002. PMID: 33982900.
    Citations:    Fields:    Translation:Humans
  14. Lakshman Kumar P, Wilson AC, Rocco A, Cho MH, Wan E, Hobbs BD, Washko GR, Ortega VE, Christenson SA, Li X, Wells JM, Bhatt SP, DeMeo DL, Lutz SM, Rossiter H, Casaburi R, Rennard SI, Lomas DA, Labaki WW, Tal-Singer R, Bowler RP, Hersh CP, Tiwari HK, Dransfield M, Thalacker-Mercer A, Meyers DA, Silverman EK, McDonald MN. Genetic variation in genes regulating skeletal muscle regeneration and tissue remodelling associated with weight loss in chronic obstructive pulmonary disease. J Cachexia Sarcopenia Muscle. 2021 12; 12(6):1803-1817. PMID: 34523824.
    Citations: 1     Fields:    Translation:Humans
  15. Sin S, Choi HM, Lim J, Kim J, Bak SH, Choi SS, Park J, Lee JH, Oh YM, Lee MK, Hobbs BD, Cho MH, Silverman EK, Kim WJ. A genome-wide association study of quantitative computed tomographic emphysema in Korean populations. Sci Rep. 2021 08 17; 11(1):16692. PMID: 34404834.
    Citations:    Fields:    Translation:Humans
  16. Zhang J, DeMeo DL, Silverman EK, Make BJ, Wade RC, Wells JM, Cho MH, Hobbs BD. Secondary polycythemia in chronic obstructive pulmonary disease: prevalence and risk factors. BMC Pulm Med. 2021 Jul 14; 21(1):235. PMID: 34261472.
    Citations: 1     Fields:    Translation:Humans
  17. Hu Y, Stilp AM, McHugh CP, Rao S, Jain D, Zheng X, Lane J, Méric de Bellefon S, Raffield LM, Chen MH, Yanek LR, Wheeler M, Yao Y, Ren C, Broome J, Moon JY, de Vries PS, Hobbs BD, Sun Q, Surendran P, Brody JA, Blackwell TW, Choquet H, Ryan K, Duggirala R, Heard-Costa N, Wang Z, Chami N, Preuss MH, Min N, Ekunwe L, Lange LA, Cushman M, Faraday N, Curran JE, Almasy L, Kundu K, Smith AV, Gabriel S, Rotter JI, Fornage M, Lloyd-Jones DM, Vasan RS, Smith NL, North KE, Boerwinkle E, Becker LC, Lewis JP, Abecasis GR, Hou L, O'Connell JR, Morrison AC, Beaty TH, Kaplan R, Correa A, Blangero J, Jorgenson E, Psaty BM, Kooperberg C, Walton RT, Kleinstiver BP, Tang H, Loos RJF, Soranzo N, Butterworth AS, Nickerson D, Rich SS, Mitchell BD, Johnson AD, Auer PL, Li Y, Mathias RA, Lettre G, Pankratz N, Laurie CC, Laurie CA, Bauer DE, Conomos MP, Reiner AP. Whole-genome sequencing association analysis of quantitative red blood cell phenotypes: The NHLBI TOPMed program. Am J Hum Genet. 2021 Jun 03; 108(6):1165. PMID: 34087167.
    Citations:    Fields:    
  18. Kim W, Prokopenko D, Sakornsakolpat P, Hobbs BD, Lutz SM, Hokanson JE, Wain LV, Melbourne CA, Shrine N, Tobin MD, Silverman EK, Cho MH, Beaty TH. Genome-Wide Gene-by-Smoking Interaction Study of Chronic Obstructive Pulmonary Disease. Am J Epidemiol. 2021 05 04; 190(5):875-885. PMID: 33106845.
    Citations: 3     Fields:    Translation:Humans
  19. Moll M, Jackson VE, Yu B, Grove ML, London SJ, Gharib SA, Bartz TM, Sitlani CM, Dupuis J, O'Connor GT, Xu H, Cassano PA, Patchen BK, Kim WJ, Park J, Kim KH, Han B, Barr RG, Manichaikul A, Nguyen JN, Rich SS, Lahousse L, Terzikhan N, Brusselle G, Sakornsakolpat P, Liu J, Benway CJ, Hall IP, Tobin MD, Wain LV, Silverman EK, Cho MH, Hobbs BD. A systematic analysis of protein-altering exonic variants in chronic obstructive pulmonary disease. Am J Physiol Lung Cell Mol Physiol. 2021 07 01; 321(1):L130-L143. PMID: 33909500.
    Citations:    Fields:    Translation:Humans
  20. Hu Y, Stilp AM, McHugh CP, Rao S, Jain D, Zheng X, Lane J, Méric de Bellefon S, Raffield LM, Chen MH, Yanek LR, Wheeler M, Yao Y, Ren C, Broome J, Moon JY, de Vries PS, Hobbs BD, Sun Q, Surendran P, Brody JA, Blackwell TW, Choquet H, Ryan K, Duggirala R, Heard-Costa N, Wang Z, Chami N, Preuss MH, Min N, Ekunwe L, Lange LA, Cushman M, Faraday N, Curran JE, Almasy L, Kundu K, Smith AV, Gabriel S, Rotter JI, Fornage M, Lloyd-Jones DM, Vasan RS, Smith NL, North KE, Boerwinkle E, Becker LC, Lewis JP, Abecasis GR, Hou L, O'Connell JR, Morrison AC, Beaty TH, Kaplan R, Correa A, Blangero J, Jorgenson E, Psaty BM, Kooperberg C, Walton RT, Kleinstiver BP, Tang H, Loos RJF, Soranzo N, Butterworth AS, Nickerson D, Rich SS, Mitchell BD, Johnson AD, Auer PL, Li Y, Mathias RA, Lettre G, Pankratz N, Laurie CC, Laurie CA, Bauer DE, Conomos MP, Reiner AP. Whole-genome sequencing association analysis of quantitative red blood cell phenotypes: The NHLBI TOPMed program. Am J Hum Genet. 2021 05 06; 108(5):874-893. PMID: 33887194.
    Citations: 4     Fields:    Translation:HumansCells
  21. Moll M, Zon RL, Sylvester KW, Rimsans J, Chen EC, Ghosh AJ, Abston E, Kim A, Rutherford H, Mitre X, Hakim A, Connell NT, Battinelli E, Fredenburgh LE, Baron RM, Hobbs BD, Cho MH, Mittleman MA, Woolley AE, Connors JM. Intermediate versus standard dose heparin prophylaxis in COVID-19 ICU patients: A propensity score-matched analysis. Thromb Res. 2021 07; 203:57-60. PMID: 33940309.
    Citations: 1     Fields:    Translation:HumansCells
  22. LaBelle J, Bowser M, Brown A, Farnam L, Kho A, Li J, McGeachie M, Chase R, Piehl S, Allen K, Hobbs BD, Weiss ST, Hersh C, Tantisira K, Amr SS. Commercially Available Blocking Oligonucleotides Effectively Suppress Unwanted Hemolysis-Related miRNAs in a Large Whole-Blood RNA Cohort. J Mol Diagn. 2021 06; 23(6):671-682. PMID: 33872788.
    Citations: 2     Fields:    
  23. Hakim A, Moll M, Qiao D, Liu J, Lasky-Su JA, Silverman EK, Vilarinho S, Jiang ZG, Hobbs BD, Cho MH. Heterozygosity of the Alpha 1-Antitrypsin Pi*Z Allele and Risk of Liver Disease. Hepatol Commun. 2021 Aug; 5(8):1348-1361. PMID: 34430780.
    Citations: 1     Fields:    
  24. Sussman TA, Li H, Hobbs B, Funchain P, McCrae KR, Khorana AA. Incidence of thromboembolism in patients with melanoma on immune checkpoint inhibitor therapy and its adverse association with survival. J Immunother Cancer. 2021 01; 9(1). PMID: 33436486.
    Citations: 8     Fields:    Translation:Humans
  25. Gillenwater LA, Pratte KA, Hobbs BD, Cho MH, Zhuang Y, Halper-Stromberg E, Cruickshank-Quinn C, Reisdorph N, Petrache I, Labaki WW, O'Neal WK, Ortega VE, Jones DP, Uppal K, Jacobson S, Michelotti G, Wendt CH, Kechris KJ, Bowler RP. Plasma Metabolomic Signatures of Chronic Obstructive Pulmonary Disease and the Impact of Genetic Variants on Phenotype-Driven Modules. Netw Syst Med. 2020 Dec 01; 3(1):159-181. PMID: 33987620.
    Citations: 1     
  26. McElvaney OJ, Hobbs BD, Qiao D, McElvaney OF, Moll M, McEvoy NL, Clarke J, O'Connor E, Walsh S, Cho MH, Curley GF, McElvaney NG. Corrigendum to 'A linear prognostic score based on the ratio of interleukin-6 to interleukin-10 predicts outcomes in COVID-19'. EBioMedicine. 2020 Dec; 62:103116. PMID: 33181463.
    Citations:    Fields:    
  27. Moll M, Lutz SM, Ghosh AJ, Sakornsakolpat P, Hersh CP, Beaty TH, Dudbridge F, Tobin MD, Mittleman MA, Silverman EK, Hobbs BD, Cho MH. Relative contributions of family history and a polygenic risk score on COPD and related outcomes: COPDGene and ECLIPSE studies. BMJ Open Respir Res. 2020 11; 7(1). PMID: 33239407.
    Citations: 1     Translation:Humans
  28. McElvaney OJ, Hobbs BD, Qiao D, McElvaney OF, Moll M, McEvoy NL, Clarke J, O'Connor E, Walsh S, Cho MH, Curley GF, McElvaney NG. A linear prognostic score based on the ratio of interleukin-6 to interleukin-10 predicts outcomes in COVID-19. EBioMedicine. 2020 Nov; 61:103026. PMID: 33039714.
    Citations: 29     Fields:    Translation:HumansCellsPHPublic Health
  29. Ghosh AJ, Hobbs BD. Comorbidity-Based Clusters Contain Chaos in COPD. Chest. 2020 07; 158(1):11-12. PMID: 32654700.
    Citations: 2     Fields:    Translation:Humans
  30. Hobbs BD, Cho MH. Why is Disease Penetration So Variable? Role of Genetic Modifiers of Lung Function in Alpha-1 Antitrypsin Deficiency. Chronic Obstr Pulm Dis. 2020 Jul; 7(3):214-223. PMID: 32621460.
    Citations: 1     
  31. Moll M, Sakornsakolpat P, Shrine N, Hobbs BD, DeMeo DL, John C, Guyatt AL, McGeachie MJ, Gharib SA, Obeidat M, Lahousse L, Wijnant SRA, Brusselle G, Meyers DA, Bleecker ER, Li X, Tal-Singer R, Manichaikul A, Rich SS, Won S, Kim WJ, Do AR, Washko GR, Barr RG, Psaty BM, Bartz TM, Hansel NN, Barnes K, Hokanson JE, Crapo JD, Lynch D, Bakke P, Gulsvik A, Hall IP, Wain L, Weiss ST, Silverman EK, Dudbridge F, Tobin MD, Cho MH. Chronic obstructive pulmonary disease and related phenotypes: polygenic risk scores in population-based and case-control cohorts. Lancet Respir Med. 2020 07; 8(7):696-708. PMID: 32649918.
    Citations: 9     Fields:    Translation:Humans
  32. Franciosi AN, Hobbs BD, McElvaney OJ, Molloy K, Hersh C, Clarke L, Gunaratnam C, Silverman EK, Carroll TP, McElvaney NG. Clarifying the Risk of Lung Disease in SZ Alpha-1 Antitrypsin Deficiency. Am J Respir Crit Care Med. 2020 07 01; 202(1):73-82. PMID: 32197047.
    Citations: 5     Fields:    Translation:Humans
  33. Joo J, Hobbs BD, Cho MH, Himes BE. Trait Insights Gained by Comparing Genome-Wide Association Study Results using Different Chronic Obstructive Pulmonary Disease Definitions. AMIA Jt Summits Transl Sci Proc. 2020; 2020:278-287. PMID: 32477647.
    Citations: 1     
  34. Moll M, Qiao D, Regan EA, Hunninghake GM, Make BJ, Tal-Singer R, McGeachie MJ, Castaldi PJ, San Jose Estepar R, Washko GR, Wells JM, LaFon D, Strand M, Bowler RP, Han MK, Vestbo J, Celli B, Calverley P, Crapo J, Silverman EK, Hobbs BD, Cho MH. Machine Learning and Prediction of All-Cause Mortality in COPD. Chest. 2020 09; 158(3):952-964. PMID: 32353417.
    Citations: 9     Fields:    Translation:Humans
  35. McElvaney OJ, Carroll TP, Franciosi AN, Sweeney J, Hobbs BD, Kowlessar V, Gunaratnam C, Reeves EP, McElvaney NG. Consequences of Abrupt Cessation of Alpha1-Antitrypsin Replacement Therapy. N Engl J Med. 2020 04 09; 382(15):1478-1480. PMID: 32268034.
    Citations: 7     Fields:    Translation:Humans
  36. Allen RJ, Guillen-Guio B, Oldham JM, Ma SF, Dressen A, Paynton ML, Kraven LM, Obeidat M, Li X, Ng M, Braybrooke R, Molina-Molina M, Hobbs BD, Putman RK, Sakornsakolpat P, Booth HL, Fahy WA, Hart SP, Hill MR, Hirani N, Hubbard RB, McAnulty RJ, Millar AB, Navaratnam V, Oballa E, Parfrey H, Saini G, Whyte MKB, Zhang Y, Kaminski N, Adegunsoye A, Strek ME, Neighbors M, Sheng XR, Gudmundsson G, Gudnason V, Hatabu H, Lederer DJ, Manichaikul A, Newell JD, O'Connor GT, Ortega VE, Xu H, Fingerlin TE, Bossé Y, Hao K, Joubert P, Nickle DC, Sin DD, Timens W, Furniss D, Morris AP, Zondervan KT, Hall IP, Sayers I, Tobin MD, Maher TM, Cho MH, Hunninghake GM, Schwartz DA, Yaspan BL, Molyneaux PL, Flores C, Noth I, Jenkins RG, Wain LV. Genome-Wide Association Study of Susceptibility to Idiopathic Pulmonary Fibrosis. Am J Respir Crit Care Med. 2020 03 01; 201(5):564-574. PMID: 31710517.
    Citations: 48     Fields:    Translation:HumansCells
  37. LaFon DC, Bhatt SP, Labaki WW, Rahaghi FN, Moll M, Bowler RP, Regan EA, Make BJ, Crapo JD, San Jose Estepar R, Diaz AA, Silverman EK, Han MK, Hobbs B, Cho MH, Washko GR, Dransfield MT, Wells JM. Pulmonary artery enlargement and mortality risk in moderate to severe COPD: results from COPDGene. Eur Respir J. 2020 02; 55(2). PMID: 31772001.
    Citations: 5     Fields:    Translation:Humans
  38. Hobbs BD, Putman RK, Araki T, Nishino M, Gudmundsson G, Gudnason V, Eiriksdottir G, Zilhao Nogueira NR, Dupuis J, Xu H, O'Connor GT, Manichaikul A, Nguyen J, Podolanczuk AJ, Madahar P, Rotter JI, Lederer DJ, Barr RG, Rich SS, Ampleford EJ, Ortega VE, Peters SP, O'Neal WK, Newell JD, Bleecker ER, Meyers DA, Allen RJ, Oldham JM, Ma SF, Noth I, Jenkins RG, Maher TM, Hubbard RB, Wain LV, Fingerlin TE, Schwartz DA, Washko GR, Rosas IO, Silverman EK, Hatabu H, Cho MH, Hunninghake GM. Overlap of Genetic Risk between Interstitial Lung Abnormalities and Idiopathic Pulmonary Fibrosis. Am J Respir Crit Care Med. 2019 12 01; 200(11):1402-1413. PMID: 31339356.
    Citations: 23     Fields:    Translation:HumansCells
  39. Lowe KE, Regan EA, Anzueto A, Austin E, Austin JHM, Beaty TH, Benos PV, Benway CJ, Bhatt SP, Bleecker ER, Bodduluri S, Bon J, Boriek AM, Boueiz AR, Bowler RP, Budoff M, Casaburi R, Castaldi PJ, Charbonnier JP, Cho MH, Comellas A, Conrad D, Costa Davis C, Criner GJ, Curran-Everett D, Curtis JL, DeMeo DL, Diaz AA, Dransfield MT, Dy JG, Fawzy A, Fleming M, Flenaugh EL, Foreman MG, Fortis S, Gebrekristos H, Grant S, Grenier PA, Gu T, Gupta A, Han MK, Hanania NA, Hansel NN, Hayden LP, Hersh CP, Hobbs BD, Hoffman EA, Hogg JC, Hokanson JE, Hoth KF, Hsiao A, Humphries S, Jacobs K, Jacobson FL, Kazerooni EA, Kim V, Kim WJ, Kinney GL, Koegler H, Lutz SM, Lynch DA, MacIntye NR, Make BJ, Marchetti N, Martinez FJ, Maselli DJ, Mathews AM, McCormack MC, McDonald MN, McEvoy CE, Moll M, Molye SS, Murray S, Nath H, Newell JD, Occhipinti M, Paoletti M, Parekh T, Pistolesi M, Pratte KA, Putcha N, Ragland M, Reinhardt JM, Rennard SI, Rosiello RA, Ross JC, Rossiter HB, Ruczinski I, San Jose Estepar R, Sciurba FC, Sieren JC, Singh H, Soler X, Steiner RM, Strand MJ, Stringer WW, Tal-Singer R, Thomashow B, Vegas Sánchez-Ferrero G, Walsh JW, Wan ES, Washko GR, Michael Wells J, Wendt CH, Westney G, Wilson A, Wise RA, Yen A, Young K, Yun J, Silverman EK, Crapo JD. COPDGene® 2019: Redefining the Diagnosis of Chronic Obstructive Pulmonary Disease. Chronic Obstr Pulm Dis. 2019 Nov; 6(5):384-399. PMID: 31710793.
    Citations: 49     
  40. Shi WJ, Zhuang Y, Russell PH, Hobbs BD, Parker MM, Castaldi PJ, Rudra P, Vestal B, Hersh CP, Saba LM, Kechris K. Unsupervised discovery of phenotype-specific multi-omics networks. Bioinformatics. 2019 11 01; 35(21):4336-4343. PMID: 30957844.
    Citations: 7     Fields:    Translation:HumansCells
  41. Ragland MF, Benway CJ, Lutz SM, Bowler RP, Hecker J, Hokanson JE, Crapo JD, Castaldi PJ, DeMeo DL, Hersh CP, Hobbs BD, Lange C, Beaty TH, Cho MH, Silverman EK. Genetic Advances in Chronic Obstructive Pulmonary Disease. Insights from COPDGene. Am J Respir Crit Care Med. 2019 09 15; 200(6):677-690. PMID: 30908940.
    Citations: 22     Fields:    Translation:Humans
  42. Halu A, Liu S, Baek SH, Hobbs BD, Hunninghake GM, Cho MH, Silverman EK, Sharma A. Exploring the cross-phenotype network region of disease modules reveals concordant and discordant pathways between chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis. Hum Mol Genet. 2019 07 15; 28(14):2352-2364. PMID: 30997486.
    Citations: 3     Fields:    Translation:HumansCells
  43. Park J, Hobbs BD, Crapo JD, Make BJ, Regan EA, Humphries S, Carey VJ, Lynch DA, Silverman EK. Subtyping COPD by Using Visual and Quantitative CT Imaging Features. Chest. 2020 01; 157(1):47-60. PMID: 31283919.
    Citations: 18     Fields:    Translation:Humans
  44. Saferali A, Yun JH, Parker MM, Sakornsakolpat P, Chase RP, Lamb A, Hobbs BD, Boezen MH, Dai X, de Jong K, Beaty TH, Wei W, Zhou X, Silverman EK, Cho MH, Castaldi PJ, Hersh CP. Analysis of genetically driven alternative splicing identifies FBXO38 as a novel COPD susceptibility gene. PLoS Genet. 2019 07; 15(7):e1008229. PMID: 31269066.
    Citations: 7     Fields:    Translation:HumansCells
  45. Shrine N, Guyatt AL, Erzurumluoglu AM, Jackson VE, Hobbs BD, Melbourne CA, Batini C, Fawcett KA, Song K, Sakornsakolpat P, Li X, Boxall R, Reeve NF, Obeidat M, Zhao JH, Wielscher M, Weiss S, Kentistou KA, Cook JP, Sun BB, Zhou J, Hui J, Karrasch S, Imboden M, Harris SE, Marten J, Enroth S, Kerr SM, Surakka I, Vitart V, Lehtimäki T, Allen RJ, Bakke PS, Beaty TH, Bleecker ER, Bossé Y, Brandsma CA, Chen Z, Crapo JD, Danesh J, DeMeo DL, Dudbridge F, Ewert R, Gieger C, Gulsvik A, Hansell AL, Hao K, Hoffman JD, Hokanson JE, Homuth G, Joshi PK, Joubert P, Langenberg C, Li X, Li L, Lin K, Lind L, Locantore N, Luan J, Mahajan A, Maranville JC, Murray A, Nickle DC, Packer R, Parker MM, Paynton ML, Porteous DJ, Prokopenko D, Qiao D, Rawal R, Runz H, Sayers I, Sin DD, Smith BH, Artigas MS, Sparrow D, Tal-Singer R, Timmers PRHJ, Van den Berge M, Whittaker JC, Woodruff PG, Yerges-Armstrong LM, Troyanskaya OG, Raitakari OT, Kähönen M, Polašek O, Gyllensten U, Rudan I, Deary IJ, Probst-Hensch NM, Schulz H, James AL, Wilson JF, Stubbe B, Zeggini E, Jarvelin MR, Wareham N, Silverman EK, Hayward C, Morris AP, Butterworth AS, Scott RA, Walters RG, Meyers DA, Cho MH, Strachan DP, Hall IP, Tobin MD, Wain LV. Author Correction: New genetic signals for lung function highlight pathways and chronic obstructive pulmonary disease associations across multiple ancestries. Nat Genet. 2019 Jun; 51(6):1067. PMID: 31110354.
    Citations:    Fields:    
  46. Lutz SM, Frederiksen B, Begum F, McDonald MN, Cho MH, Hobbs BD, Parker MM, DeMeo DL, Hersh CP, Ehringer MA, Young K, Jiang L, Foreman MG, Kinney GL, Make BJ, Lomas DA, Bakke P, Gulsvik A, Crapo JD, Silverman EK, Beaty TH, Hokanson JE. Common and Rare Variants Genetic Association Analysis of Cigarettes per Day Among Ever-Smokers in Chronic Obstructive Pulmonary Disease Cases and Controls. Nicotine Tob Res. 2019 05 21; 21(6):714-722. PMID: 29767774.
    Citations: 6     Fields:    Translation:Humans
  47. Hobbs BD, Tantisira KG. MicroRNAs in COPD: small molecules with big potential. Eur Respir J. 2019 Apr; 53(4). PMID: 31023868.
    Citations: 5     Fields:    Translation:HumansCells
  48. Zhu Z, Wang X, Li X, Lin Y, Shen S, Liu CL, Hobbs BD, Hasegawa K, Liang L, Boezen HM, Camargo CA, Cho MH, Christiani DC. Genetic overlap of chronic obstructive pulmonary disease and cardiovascular disease-related traits: a large-scale genome-wide cross-trait analysis. Respir Res. 2019 Apr 02; 20(1):64. PMID: 30940143.
    Citations: 15     Fields:    Translation:Humans
  49. Sakornsakolpat P, Prokopenko D, Lamontagne M, Reeve NF, Guyatt AL, Jackson VE, Shrine N, Qiao D, Bartz TM, Kim DK, Lee MK, Latourelle JC, Li X, Morrow JD, Obeidat M, Wyss AB, Bakke P, Barr RG, Beaty TH, Belinsky SA, Brusselle GG, Crapo JD, de Jong K, DeMeo DL, Fingerlin TE, Gharib SA, Gulsvik A, Hall IP, Hokanson JE, Kim WJ, Lomas DA, London SJ, Meyers DA, O'Connor GT, Rennard SI, Schwartz DA, Sliwinski P, Sparrow D, Strachan DP, Tal-Singer R, Tesfaigzi Y, Vestbo J, Vonk JM, Yim JJ, Zhou X, Bossé Y, Manichaikul A, Lahousse L, Silverman EK, Boezen HM, Wain LV, Tobin MD, Hobbs BD, Cho MH. Genetic landscape of chronic obstructive pulmonary disease identifies heterogeneous cell-type and phenotype associations. Nat Genet. 2019 03; 51(3):494-505. PMID: 30804561.
    Citations: 79     Fields:    Translation:Humans
  50. Shrine N, Guyatt AL, Erzurumluoglu AM, Jackson VE, Hobbs BD, Melbourne CA, Batini C, Fawcett KA, Song K, Sakornsakolpat P, Li X, Boxall R, Reeve NF, Obeidat M, Zhao JH, Wielscher M, Weiss S, Kentistou KA, Cook JP, Sun BB, Zhou J, Hui J, Karrasch S, Imboden M, Harris SE, Marten J, Enroth S, Kerr SM, Surakka I, Vitart V, Lehtimäki T, Allen RJ, Bakke PS, Beaty TH, Bleecker ER, Bossé Y, Brandsma CA, Chen Z, Crapo JD, Danesh J, DeMeo DL, Dudbridge F, Ewert R, Gieger C, Gulsvik A, Hansell AL, Hao K, Hoffman JD, Hokanson JE, Homuth G, Joshi PK, Joubert P, Langenberg C, Li X, Li L, Lin K, Lind L, Locantore N, Luan J, Mahajan A, Maranville JC, Murray A, Nickle DC, Packer R, Parker MM, Paynton ML, Porteous DJ, Prokopenko D, Qiao D, Rawal R, Runz H, Sayers I, Sin DD, Smith BH, Soler Artigas M, Sparrow D, Tal-Singer R, Timmers PRHJ, Van den Berge M, Whittaker JC, Woodruff PG, Yerges-Armstrong LM, Troyanskaya OG, Raitakari OT, Kähönen M, Polašek O, Gyllensten U, Rudan I, Deary IJ, Probst-Hensch NM, Schulz H, James AL, Wilson JF, Stubbe B, Zeggini E, Jarvelin MR, Wareham N, Silverman EK, Hayward C, Morris AP, Butterworth AS, Scott RA, Walters RG, Meyers DA, Cho MH, Strachan DP, Hall IP, Tobin MD, Wain LV. New genetic signals for lung function highlight pathways and chronic obstructive pulmonary disease associations across multiple ancestries. Nat Genet. 2019 03; 51(3):481-493. PMID: 30804560.
    Citations: 101     Fields:    Translation:Humans
  51. Parker MM, Lutz SM, Hobbs BD, Busch R, McDonald MN, Castaldi PJ, Beaty TH, Hokanson JE, Silverman EK, Cho MH. Assessing pleiotropy and mediation in genetic loci associated with chronic obstructive pulmonary disease. Genet Epidemiol. 2019 04; 43(3):318-329. PMID: 30740764.
    Citations: 2     Fields:    Translation:Humans
  52. Qiao D, Ameli A, Prokopenko D, Chen H, Kho AT, Parker MM, Morrow J, Hobbs BD, Liu Y, Beaty TH, Crapo JD, Barnes KC, Nickerson DA, Bamshad M, Hersh CP, Lomas DA, Agusti A, Make BJ, Calverley PMA, Donner CF, Wouters EF, Vestbo J, Paré PD, Levy RD, Rennard SI, Tal-Singer R, Spitz MR, Sharma A, Ruczinski I, Lange C, Silverman EK, Cho MH. Whole exome sequencing analysis in severe chronic obstructive pulmonary disease. Hum Mol Genet. 2018 11 01; 27(21):3801-3812. PMID: 30060175.
    Citations: 12     Fields:    Translation:Humans
  53. Hobbs BD, Cho MH. Dissecting respiratory disease heterogeneity through the genetics of diffusing capacity. Eur Respir J. 2018 09; 52(3). PMID: 30219754.
    Citations: 1     Fields:    
  54. Wyss AB, Sofer T, Lee MK, Terzikhan N, Nguyen JN, Lahousse L, Latourelle JC, Smith AV, Bartz TM, Feitosa MF, Gao W, Ahluwalia TS, Tang W, Oldmeadow C, Duan Q, de Jong K, Wojczynski MK, Wang XQ, Noordam R, Hartwig FP, Jackson VE, Wang T, Obeidat M, Hobbs BD, Huan T, Gui H, Parker MM, Hu D, Mogil LS, Kichaev G, Jin J, Graff M, Harris TB, Kalhan R, Heckbert SR, Paternoster L, Burkart KM, Liu Y, Holliday EG, Wilson JG, Vonk JM, Sanders JL, Barr RG, de Mutsert R, Menezes AMB, Adams HHH, van den Berge M, Joehanes R, Levin AM, Liberto J, Launer LJ, Morrison AC, Sitlani CM, Celedón JC, Kritchevsky SB, Scott RJ, Christensen K, Rotter JI, Bonten TN, Wehrmeister FC, Bossé Y, Xiao S, Oh S, Franceschini N, Brody JA, Kaplan RC, Lohman K, McEvoy M, Province MA, Rosendaal FR, Taylor KD, Nickle DC, Williams LK, Burchard EG, Wheeler HE, Sin DD, Gudnason V, North KE, Fornage M, Psaty BM, Myers RH, O'Connor G, Hansen T, Laurie CC, Cassano PA, Sung J, Kim WJ, Attia JR, Lange L, Boezen HM, Thyagarajan B, Rich SS, Mook-Kanamori DO, Horta BL, Uitterlinden AG, Im HK, Cho MH, Brusselle GG, Gharib SA, Dupuis J, Manichaikul A, London SJ. Multiethnic meta-analysis identifies ancestry-specific and cross-ancestry loci for pulmonary function. Nat Commun. 2018 07 30; 9(1):2976. PMID: 30061609.
    Citations: 34     Fields:    Translation:Humans
  55. Adami A, Hobbs BD, McDonald MN, Casaburi R, Rossiter HB. Genetic variants predicting aerobic capacity response to training are also associated with skeletal muscle oxidative capacity in moderate-to-severe COPD. Physiol Genomics. 2018 09 01; 50(9):688-690. PMID: 29799805.
    Citations: 2     Fields:    Translation:HumansCells
  56. Lamontagne M, Bérubé JC, Obeidat M, Cho MH, Hobbs BD, Sakornsakolpat P, de Jong K, Boezen HM, Nickle D, Hao K, Timens W, van den Berge M, Joubert P, Laviolette M, Sin DD, Paré PD, Bossé Y. Leveraging lung tissue transcriptome to uncover candidate causal genes in COPD genetic associations. Hum Mol Genet. 2018 05 15; 27(10):1819-1829. PMID: 29547942.
    Citations: 15     Fields:    Translation:HumansCells
  57. Nedeljkovic I, Terzikhan N, Vonk JM, van der Plaat DA, Lahousse L, van Diemen CC, Hobbs BD, Qiao D, Cho MH, Brusselle GG, Postma DS, Boezen HM, van Duijn CM, Amin N. A Genome-Wide Linkage Study for Chronic Obstructive Pulmonary Disease in a Dutch Genetic Isolate Identifies Novel Rare Candidate Variants. Front Genet. 2018; 9:133. PMID: 29725345.
    Citations: 3     
  58. Obeidat M, Li X, Burgess S, Zhou G, Fishbane N, Hansel NN, Bossé Y, Joubert P, Hao K, Nickle DC, van den Berge M, Timens W, Cho MH, Hobbs BD, de Jong K, Boezen M, Hung RJ, Rafaels N, Mathias R, Ruczinski I, Beaty TH, Barnes KC, Paré PD, Sin DD. Surfactant protein D is a causal risk factor for COPD: results of Mendelian randomisation. Eur Respir J. 2017 11; 50(5). PMID: 29191953.
    Citations: 8     Fields:    Translation:Humans
  59. Busch R, Hobbs BD, Zhou J, Castaldi PJ, McGeachie MJ, Hardin ME, Hawrylkiewicz I, Sliwinski P, Yim JJ, Kim WJ, Kim DK, Agusti A, Make BJ, Crapo JD, Calverley PM, Donner CF, Lomas DA, Wouters EF, Vestbo J, Tal-Singer R, Bakke P, Gulsvik A, Litonjua AA, Sparrow D, Paré PD, Levy RD, Rennard SI, Beaty TH, Hokanson J, Silverman EK, Cho MH. Genetic Association and Risk Scores in a Chronic Obstructive Pulmonary Disease Meta-analysis of 16,707 Subjects. Am J Respir Cell Mol Biol. 2017 07; 57(1):35-46. PMID: 28170284.
    Citations: 27     Fields:    Translation:Humans
  60. Qiao D, Lange C, Laird NM, Won S, Hersh CP, Morrow J, Hobbs BD, Lutz SM, Ruczinski I, Beaty TH, Silverman EK, Cho MH. Gene-based segregation method for identifying rare variants in family-based sequencing studies. Genet Epidemiol. 2017 05; 41(4):309-319. PMID: 28191685.
    Citations: 9     Fields:    Translation:Humans
  61. Wain LV, Shrine N, Artigas MS, Erzurumluoglu AM, Noyvert B, Bossini-Castillo L, Obeidat M, Henry AP, Portelli MA, Hall RJ, Billington CK, Rimington TL, Fenech AG, John C, Blake T, Jackson VE, Allen RJ, Prins BP, Campbell A, Porteous DJ, Jarvelin MR, Wielscher M, James AL, Hui J, Wareham NJ, Zhao JH, Wilson JF, Joshi PK, Stubbe B, Rawal R, Schulz H, Imboden M, Probst-Hensch NM, Karrasch S, Gieger C, Deary IJ, Harris SE, Marten J, Rudan I, Enroth S, Gyllensten U, Kerr SM, Polasek O, Kähönen M, Surakka I, Vitart V, Hayward C, Lehtimäki T, Raitakari OT, Evans DM, Henderson AJ, Pennell CE, Wang CA, Sly PD, Wan ES, Busch R, Hobbs BD, Litonjua AA, Sparrow DW, Gulsvik A, Bakke PS, Crapo JD, Beaty TH, Hansel NN, Mathias RA, Ruczinski I, Barnes KC, Bossé Y, Joubert P, van den Berge M, Brandsma CA, Paré PD, Sin DD, Nickle DC, Hao K, Gottesman O, Dewey FE, Bruse SE, Carey DJ, Kirchner HL, Jonsson S, Thorleifsson G, Jonsdottir I, Gislason T, Stefansson K, Schurmann C, Nadkarni G, Bottinger EP, Loos RJ, Walters RG, Chen Z, Millwood IY, Vaucher J, Kurmi OP, Li L, Hansell AL, Brightling C, Zeggini E, Cho MH, Silverman EK, Sayers I, Trynka G, Morris AP, Strachan DP, Hall IP, Tobin MD. Genome-wide association analyses for lung function and chronic obstructive pulmonary disease identify new loci and potential druggable targets. Nat Genet. 2017 Mar; 49(3):416-425. PMID: 28166213.
    Citations: 112     Fields:    Translation:Humans
  62. Hobbs BD, de Jong K, Lamontagne M, Bossé Y, Shrine N, Artigas MS, Wain LV, Hall IP, Jackson VE, Wyss AB, London SJ, North KE, Franceschini N, Strachan DP, Beaty TH, Hokanson JE, Crapo JD, Castaldi PJ, Chase RP, Bartz TM, Heckbert SR, Psaty BM, Gharib SA, Zanen P, Lammers JW, Oudkerk M, Groen HJ, Locantore N, Tal-Singer R, Rennard SI, Vestbo J, Timens W, Paré PD, Latourelle JC, Dupuis J, O'Connor GT, Wilk JB, Kim WJ, Lee MK, Oh YM, Vonk JM, de Koning HJ, Leng S, Belinsky SA, Tesfaigzi Y, Manichaikul A, Wang XQ, Rich SS, Barr RG, Sparrow D, Litonjua AA, Bakke P, Gulsvik A, Lahousse L, Brusselle GG, Stricker BH, Uitterlinden AG, Ampleford EJ, Bleecker ER, Woodruff PG, Meyers DA, Qiao D, Lomas DA, Yim JJ, Kim DK, Hawrylkiewicz I, Sliwinski P, Hardin M, Fingerlin TE, Schwartz DA, Postma DS, MacNee W, Tobin MD, Silverman EK, Boezen HM, Cho MH. Genetic loci associated with chronic obstructive pulmonary disease overlap with loci for lung function and pulmonary fibrosis. Nat Genet. 2017 Mar; 49(3):426-432. PMID: 28166215.
    Citations: 132     Fields:    Translation:Humans
  63. Hobbs BD, Parker MM, Chen H, Lao T, Hardin M, Qiao D, Hawrylkiewicz I, Sliwinski P, Yim JJ, Kim WJ, Kim DK, Castaldi PJ, Hersh CP, Morrow J, Celli BR, Pinto-Plata VM, Criner GJ, Marchetti N, Bueno R, Agustí A, Make BJ, Crapo JD, Calverley PM, Donner CF, Lomas DA, Wouters EF, Vestbo J, Paré PD, Levy RD, Rennard SI, Zhou X, Laird NM, Lin X, Beaty TH, Silverman EK, Cho MH. Exome Array Analysis Identifies a Common Variant in IL27 Associated with Chronic Obstructive Pulmonary Disease. Am J Respir Crit Care Med. 2016 07 01; 194(1):48-57. PMID: 26771213.
    Citations: 27     Fields:    Translation:Humans
  64. Hayden LP, Hobbs BD, Cohen RT, Wise RA, Checkley W, Crapo JD, Hersh CP. Childhood pneumonia increases risk for chronic obstructive pulmonary disease: the COPDGene study. Respir Res. 2015 Sep 21; 16:115. PMID: 26392057.
    Citations: 25     Fields:    Translation:Humans
  65. Cho MH, Castaldi PJ, Hersh CP, Hobbs BD, Barr RG, Tal-Singer R, Bakke P, Gulsvik A, San José Estépar R, Van Beek EJ, Coxson HO, Lynch DA, Washko GR, Laird NM, Crapo JD, Beaty TH, Silverman EK. A Genome-Wide Association Study of Emphysema and Airway Quantitative Imaging Phenotypes. Am J Respir Crit Care Med. 2015 Sep 01; 192(5):559-69. PMID: 26030696.
    Citations: 72     Fields:    Translation:Humans
  66. Castillo R, Pham N, Castillo E, Aso-Gonzalez S, Ansari S, Hobbs B, Palacio D, Skinner H, Guerrero TM. Pre-Radiation Therapy Fluorine 18 Fluorodeoxyglucose PET Helps Identify Patients with Esophageal Cancer at High Risk for Radiation Pneumonitis. Radiology. 2015 Jun; 275(3):822-31. PMID: 25584706.
    Citations: 9     Fields:    Translation:Humans
  67. Hobbs BD, Foreman MG, Bowler R, Jacobson F, Make BJ, Castaldi PJ, San José Estépar R, Silverman EK, Hersh CP. Pneumothorax risk factors in smokers with and without chronic obstructive pulmonary disease. Ann Am Thorac Soc. 2014 Nov; 11(9):1387-94. PMID: 25295410.
    Citations: 8     Fields:    Translation:HumansCTClinical Trials
  68. Hobbs BD, Hersh CP. Integrative genomics of chronic obstructive pulmonary disease. Biochem Biophys Res Commun. 2014 Sep 19; 452(2):276-86. PMID: 25078622.
    Citations: 21     Fields:    Translation:HumansCells
  69. Ridge CA, Hobbs BD, Bukoye BA, Aronson MD, Boiselle PM, Leffler DA, Sternberg SB, Roberts DH. Incidentally detected lung nodules: clinical predictors of adherence to Fleischner Society surveillance guidelines. J Comput Assist Tomogr. 2014 Jan-Feb; 38(1):89-95. PMID: 24424558.
    Citations: 7     Fields:    Translation:HumansPHPublic Health
  70. Yeager CA, Hyer LA, Hobbs B, Coyne AC. Alzheimer's disease and vascular dementia: the complex relationship between diagnosis and caregiver burden. Issues Ment Health Nurs. 2010 Jun; 31(6):376-84. PMID: 20450339.
    Citations: 6     Fields:    Translation:Humans
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Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.